2 papers
cs.LG2025
Balancing Client Participation in Federated Learning Using AoI
Alireza Javani, Zhiying Wang
Federated Learning (FL) offers a decentralized framework that preserves data privacy while enabling collaborative model training across distributed clients. However, FL faces signi…
cs.LG2024
Load Balancing in Federated Learning
Alireza Javani, Zhiying Wang
Federated Learning (FL) is a decentralized machine learning framework that enables learning from data distributed across multiple remote devices, enhancing communication efficiency…